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Heming Yao
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2020 – today
- 2024
- [c9]Heming Yao, Phil Hanslovsky, Jan-Christian Huetter, Burkhard Hoeckendorf, David Richmond:
Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images. CVPR Workshops 2024: 6978-6987 - [c8]Mahtab Bigverdi, Burkhard Höckendorf, Heming Yao, Phil Hanslovsky, Romain Lopez, David Richmond:
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening. CVPR Workshops 2024: 7921-7931 - [i5]Heming Yao, Phil Hanslovsky, Jan-Christian Huetter, Burkhard Hoeckendorf, David Richmond:
Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images. CoRR abs/2406.05308 (2024) - [i4]Mahtab Bigverdi, Burkhard Hockendorf, Heming Yao, Phil Hanslovsky, Romain Lopez, David Richmond:
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening. CoRR abs/2406.07763 (2024) - 2023
- [j6]Heming Yao
, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson
A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. IEEE J. Biomed. Health Informatics 27(1): 239-250 (2023) - [c7]Heming Yao, Adam Pely, Zhichao Wu, Simon S. Gao, Robyn H. Guymer, Hao Chen, Mohsen Hejrati, Miao Zhang:
Weakly Supervised Lesion Localization of Nascent Geographic Atrophy in Age-Related Macular Degeneration. MICCAI (1) 2023: 477-485 - [i3]Heming Yao, Jérôme Lüscher, Benjamín Gutiérrez-Becker, Josep Arús-Pous, Tommaso Biancalani, Amelie Bigorgne, David Richmond:
Unsupervised Segmentation of Colonoscopy Images. CoRR abs/2312.12599 (2023) - 2021
- [j5]Qinpeng Wang
Research on Rail Pressure Control of High-Pressure Common Rail System for Marine Diesel Engine Based on Controlled Object Model. IEEE Access 9: 125384-125392 (2021) - [j4]Heming Yao, Ryan W. Stidham, Zijun Gao, Jonathan Gryak
Motion-based camera localization system in colonoscopy videos. Medical Image Anal. 73: 102180 (2021) - [i2]Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian:
A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. CoRR abs/2112.05071 (2021) - 2020
- [j3]Heming Yao, Craig A. Williamson, Jonathan Gryak
Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury. Artif. Intell. Medicine 107: 101910 (2020) - [i1]Heming Yao, Ryan W. Stidham, Jonathan Gryak, Kayvan Najarian:
Motion-based Camera Localization System in Colonoscopy Videos. CoRR abs/2012.01690 (2020)
2010 – 2019
- 2019
- [c6]Heming Yao, Keith D. Aaronson, Lu Lu, Jonathan Gryak
Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. BIBM 2019: 995-999 - [c5]Heming Yao, Ryan W. Stidham, Reza Soroushmehr, Jonathan Gryak
Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. EMBC 2019: 2402-2406 - [c4]Heming Yao, Craig A. Williamson, Jonathan Gryak
Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. IWBBIO (2) 2019: 385-396 - 2018
- [c3]Heming Yao, Wei Zhang, Rajesh K. Malhan, Jonathan Gryak
Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. EMBC 2018: 1258-1262 - [c2]Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak
Hematoma Segmentation Using Dilated Convolutional Neural Network. EMBC 2018: 5902-5905 - 2016
- [j2]Yi Shen, Heming Yao, Ao Li, Minghui Wang:
CSCdb: a cancer stem cells portal for markers, related genes and functional information. Database J. Biol. Databases Curation 2016 (2016) - [j1]Jeremy L. Warner, Matthew J. Rioth, Kenneth D. Mandl, Joshua C. Mandel, David A. Kreda, Isaac S. Kohane, Daniel Carbone, Ross Oreto, Lucy Wang, Shilin Zhu, Heming Yao
SMART precision cancer medicine: a FHIR-based app to provide genomic information at the point of care. J. Am. Medical Informatics Assoc. 23(4): 701-710 (2016) - 2013
- [c1]Huilan Liu, Heming Yao, Lishuang Feng:
A nanometer-resolution displacement measurement system based on laser feedback interferometry. NEMS 2013: 1295-1298
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